Abstract
The road traffic accidents were responsible for material and human loss which was equal to 2.8 to 5% of gross national product (GNP). However, literature does not explore the elasticity coefficients and nexus of road traffic fatalities with foreign direct investment, health expenditures, trade openness, mobile subscriptions, the number of researchers in R&D department, and environmental particulate matter. This study filled this research gap by exploring the nexus between road traffic fatalities, foreign direct investment, health expenditures, trade openness, mobile subscriptions, the number of researchers, and environmental particulate matter in Organization for Economic Cooperation and Development (OECD) countries by using panel data from 1995 to 2015. The panel Autoregressive Distributed Lag (ARDL) bound test was used for the detection of cointegration between the variables after checking the stationarity in selected variables with different panel unit root tests. Panel vector error correction model explored the causality of road traffic fatalities, foreign direct investment, PM2.5 in the environment, and trade openness in the long run. Road traffic fatalities showed short run bi-directional causality with foreign direct investment and health expenditures. The short run bi-directional causality was also observed between trade and foreign direct investment and cellular mobile subscriptions and foreign direct investment. The panel fully modified ordinary least square (FMOLS) and panel dynamic ordinary least square (DOLS) showed the 0.947% reduction in road fatalities for 1% increase in the health expenditures in OECD countries. The significant reduction in road fatalities was also observed due to 1% increase in trade openness and researchers in R&D, which implies the importance of trade and research for road safety. It is required to invest in the health sector for the safety of precious human lives like the hospitals with latest medical equipment and improvement in the emergency services in the country. The research and development activities should be enhanced especially for the health and transportation sectors. The trade of environment-friendly technology should be promoted for the protection of environment.
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References
Ageli MM, Zaidan AM (2013) Road traffic accidents in Saudi Arabia: an ARDL approach and multivariate granger causality. Int J Econ Financ 5(7):26–31. https://doi.org/10.5539/ijef.v5n7p26
Aïssa MSB, Jebli MB, Youssef SB (2014) Output, renewable energy consumption and trade in Africa. Energy Policy 66:11–18. https://doi.org/10.1016/j.enpol.2013.11.023
Akoum I (2016) Research, development and innovation in Malaysia: elements of an effective growth model. Asian Econ Financ Rev 6(7):390–403
Alirezaei M, Onat NC, Tatari O, Abdel-Aty M (2017) The climate change-road safety economy nexus: a system dynamics approach to understanding complex interdependencies. Systems 5:6. https://doi.org/10.3390/systems5010006
Ameen JRM, Naji JA (2001) Causal models for road accident fatalities in Yemen. Accid Anal Prev 33:547–561
Andrei DM, Andrei LC (2015) Vector error correction model in explaining the association of some macroeconomic variables in Romania. Proc Econ Financ 22:568–576
Atubi AO, Gbadamosi KT (2015) Global positioning and socio-economic impact of road traffic accidents in Nigeria: matters arising. Am Int J Contemp Res 5(5):136–146
Awe OO (2012) Correlation or causality: new evidence from cross-sectional statistical analysis of autocrash data in Nigeria. Transnatl J Sci Technol 2(7):48–63
Aworemi JR, Abdul-Azeez IA, Olabode SO (2010) Analytical study of the causal factors of road traffic crashes in southwestern Nigeria. Educ Res 1(4):118–124
Babcock MW, Gayle PG (2009) State variation in the determinants of motor vehicle fatalities. J Transp Res Forum 48(3):77–95
Banerjee A, Cockerill L, Russell B (2001) An I(2) analysis of inflation and the markup. J Appl Econ 16:221–240. https://doi.org/10.1002/jae.609
Bener A, Hussain SJ, Al-Malki MA, Shotar MM, Al-Said MF, Jadaan KS (2010) Road traffic fatalities in Qatar, Jordan and the UAE: estimates using regression analysis and the relationship with economic growth. East Mediterr Health J 16(3):318–323
Bilgili F, Koçak E, Bulut U (2016) The dynamic impact of renewable energy consumption on CO2 emissions: a revisited environmental Kuznets curve approach. Renew Sust Energ Rev 54:838–845. https://doi.org/10.1016/j.rser.2015.10.080
Bishai D, Quresh A, James P, Ghaffar A (2006) National road casualties and economic development. Health Econ 15:65–81. https://doi.org/10.1002/hec.1020
Bozkurt C (2015) R&D expenditures and economic growth relationship in Turkey. Int J Econ Financ Issues 5(1):188–198
Caiazzo F, Ashok A, Waitz IA, Yim SHL, Barrett SRH (2013) Air pollution and early deaths in the United States. Part I: Quantifying the impact of major sectors in 2005. Atmos Environ 79:198–208. https://doi.org/10.1016/j.atmosenv.2013.05.081
Castillo-Manzano JI, Castro-Nuno M, Fageda X (2013) Can health public expenditure reduce the tragic consequences of road traffic accidents? The EU-27 experience. Eur J Health Econ 15:645–652. https://doi.org/10.1007/s10198-013-0512-1
Castillo-Manzano JI, Castro-Nuño M, Fageda X (2015) Can cars and trucks coexist peacefully on highways? Analyzing the effectiveness of road safety policies in Europe. Accid Anal Prev 77:120–126
Çetin M, Ecevit E (2015) Urbanization, energy consumption and CO2 emissions in Sub Saharan countries: A panel cointegration and causality analysis. J Econ Dev Stud 3(2):66–76. https://doi.org/10.15640/jeds.v3n2a7
Charles M (2011) The effects of the motorcycle transport revolution on the economic growth of Kenya, A case study of Thika district. M.B.A. thesis, School of Business, KCA University, Kenya
Choi I (2006) Combination unit root tests for cross-sectionally correlated panels. In: Corbae D, Durlauf SN, Hansen B (eds) Econometric theory and practice: Frontiers of analysis and applied research: essays in honour of Peter C.B. Phillips. Cambridge University Press, Cambridge
Cintio MD, Ghosh S, Grassi E (2017) Firm growth, R&D expenditures and exports: An empirical analysis of Italian SMEs. Res Policy 46:836–852. https://doi.org/10.1016/j.respol.2017.02.006
Dalal K, Lin Z, Gifford M, Svanström L (2013) Economics of global burden of road traffic injuries and their relationship with health system variables. Int J Prev Med 4:1442–1450
Dogan E, Inglesi-Lotz R (2017) Analyzing the effects of real income and biomass energy consumption on carbon dioxide (CO2) emissions: empirical evidence from the panelof biomass-consuming countries. Energy 138:721–727. https://doi.org/10.1016/j.energy.2017.07.136
Dogan E, Seker F (2016) An investigation on the determinants of carbon emissions for OECD countries: empirical evidence from panel models robust to heterogeneity and cross-sectional dependence. Environ Sci Pollut Res 23(14):14646–14655. https://doi.org/10.1007/s11356-016-6632-2
Dogan E, Turkekul B (2015) CO2 emissions, real output, energy consumption, trade, urbanization and financial development: testing the EKC hypothesis for the USA. Environ Sci Pollut Res 23(2):1203–1213. https://doi.org/10.1007/s11356-015-5323-8.
Dogan E, Seker F, Bulbul S (2015) Investigating the impacts of energy consumption, real GDP, tourism and trade on CO2 emissions by accounting for cross-sectionaldependence: a panel study of OECD countries. Curr Issue Tour 20(16):1701–1719. https://doi.org/10.1080/13683500.2015.1119103
Dragutinovic N, Twisk D (2005) Use of mobile phones while driving-effects on road safety. Project R-2005-12. SWOV Institute for Road Safety Research, The Netherlands
Engel RF, Granger CWJ (1987) Cointegration and error correction: representation, estimation and testing. Economy 55:251–276
Ertugrul HM, Cetin M, Seker F, Dogan E (2016) The impact of trade openness on global carbon dioxide emissions: evidence from the top ten emitters among developing countries. Ecol Indic 67:543–555. https://doi.org/10.1016/j.ecolind.2016.03.027
European Commission (2016) Innovating to compete Europe is a leader in transport innovation. https://ec.europa.eu/transport/sites/transport/files/connect-to-compete-innovation_2016_en.pdf
Fernandez YF, Lopez MAF, Blanco BO (2018) Innovation for sustainability: the impact of R&D spending on CO2emissions. J Clean Prod 172:3459–3467. https://doi.org/10.1016/j.jclepro.2017.11.001
Gaygisiz E (2009) Economic and cultural correlates of road-traffic accident fatality rates in OECD countries. Percept Motor Skill 109:531–545. https://doi.org/10.2466/PMS.109.2.531-545
Grimm M, Treibich T (2010) Socio-economic determinants of road traffic accident fatalities in low and middle income countries. Working Paper No. 504. Institute of Social Sciences, Neatherland
Hakim S, Shefer D (1991) A critical review of macro models for road accidents. Accid Anal Prev 23(5):379–400
Horsman G, Conniss LR (2015) Investigating evidence of mobile phone usage by driversin road traffic accidents. Digit Investig 12:S30–S37. https://doi.org/10.1016/j.diin.2015.01.008
Hossain MS (2011) Panel estimation for CO2 emissions, energy consumption, economic growth, trade openness and urbanization of newly industrialized countries. Energy Policy 39:6991–6999. https://doi.org/10.1016/j.enpol.2011.07.042
Hossain S (2012) An econometric analysis for CO2 emissions, energy consumption, economic growth, foreign trade and urbanization of Japan. Low Carbon Econ 3:92–105. https://doi.org/10.4236/lce.2012.323013
Im KS, Pesaran MH, Shin Y (2003) Testing for unit roots in heterogeneous panels. J Econom 115:53–74
Kao C (1999) Spurious regression and residual-based tests for cointegration in panel data. J Econom 90:1–44
Khan AM, Tehreem A (2012) Causes of road accidents in Pakistan. J Asian Dev Stud 1(1):22–29
Khan MTI, Yaseen MR, Ali Q (2017) Dynamic relationship between financial development, energyconsumption, trade and greenhouse gas: comparison of upper middle income countries from Asia, Europe, Africa and America. J Clean Prod 161:567–580. https://doi.org/10.1016/j.jclepro.2017.05.129
Kinney PL, Gichuru MG, Volavka-Close N, Ngo N, Ndiba PK, Law A, Gachanja A, Gaita SM, Chillrud SN, Sclar E (2011) Traffic impacts on PM2.5 air quality in Nairobi, Kenya. Environ Sci Pol 14(4):369–378. https://doi.org/10.1016/j.envsci.2011.02.005
Kopits E, Cropper M (2005) Traffic fatalities and economic growth. Accid Anal Prev 37:169–178. https://doi.org/10.1016/j.aap.2004.04.006
Levin A, Lin CF, Chu CS (2002) Unit root tests in panel data: asymptotic and finite sample properties. J Econom 108:1–24
Luoma J, Sivak M (2011) Interactions of environmental and safety measures for sustainable road transportation. Report No. UMTRI-2011-3. the University of Michigan, Ann Arbor
Maddala GS, Wu S (1999) A comparative study of unit root tests with panel data and a new simple test. Oxf Bull Econ Stat 61:631–652
Manjula GT (2011) FDI in automobile industry and road fatalities in India. Int Econ Financ J6(2):245–255
McCartt AT, Kidd DG, Teoh ER (2014) Driver cellphone and texting bans in the United States: evidence of effectiveness. Ann Adv Automot Med 58:99–114
Michalaki P, Quddus M, Pitfield D, Huetson A (2016) A time-series analysis of motorway collisions in England considering road infrastructure, socio-demographics, traffic and weather characteristics. J Transp Health 3(1):9–20. https://doi.org/10.1016/j.jth.2015.10.005
Moore MC, Arent DJ, Norland D (2005) R&D advancement, technology diffusion, and impact on evaluation of public R&D. Technical Report NREL/TP-620-37102. National Renewable Energy Laboratory, Golden
Muehleggera E, Shoag D (2014) Cell phones and motor vehicle fatalities. Proc Eng 78:173–177. https://doi.org/10.1016/j.proeng.2014.07.054
Nam HJ, An Y (2017) Patent, R&D and internationalization for Korean healthcare industry. Technol Forecast Soc Chang 117:131–137. https://doi.org/10.1016/j.techfore.2016.12.008
Noland RB (2003) Medical treatment and traffic fatality reductions in industrialized countries. Accid Anal Prev 35:877–883
Novignon J, Atakorah YB (2016)How does the health sector benefit from trade openness? Evidence form paneldata across sub-Saharan Africa countries.MPRA Paper No. 72258, Munich Personal RePEc Archive
Organization for Economic Cooperation and Development (OECD) (2014) The cost of air pollution: Health impact of road transport. OECD Publishing. DOI: https://doi.org/10.1787/9789264210448-en
Organization for Economic Cooperation and Development (OECD) (2017) OECD Statistics. http://www.oecd.org
Pedroni P (2001) Purchasing power parity tests in cointegrated panels. Rev Econ Stat 83:727–731
Pesaran MH (2007) A simple panel unit root test in the presence of cross-section dependence. J Appl Econ (2, 38):265–312
Pesaran MH, Shin Y, Smith RJ (2001) Bound testing approaches to the analysis of level relationships. J Appl Econ 16(3):289–326
Pradhan RP, Norman NR, Badir Y, Samadhan B (2013) Transport infrastructure, foreign direct investment and economic growth interactions in India: the ARDL bounds testing approach. Proc Soc Behav Sci 104:914–921. https://doi.org/10.1016/j.sbspro.2013.11.186
Pradhan RP, Arvin MB, Nair M, Mittal J, NormanNR (2017) Telecommunications infrastructure and usage and theFDI-growth nexus: evidence from Asian-21 countries. Inf Technol Dev 23(2):235–260. https://doi.org/10.1080/02681102.2016.1217822
Saidi S (2016) Impact of road transport on foreign direct investment and economic growth: Empirical evidence from simultaneous equations model. J Bus Manag Econ 7(2):64–71. https://doi.org/10.18685/EJBME(7)2_EJBME-16-012
Sargent JF (2017) Global research and development expenditures: Fact sheet. Congressional Research Service, Federation of American Scientists, United States
Schermers G, Hagenzieker M, Vliet AV, Hengel JT (2015) Extending the road safety research and development capacity in Morocco. Report No. R-2015-7, Stichting Wetenschappelijk Onderzoek Verkeersveiligheid, Dutch Institute for Road Safety Research, the Netherlands
Seyoum M, Wu R, Lin J (2013) Foreign direct investment and trade openness in sub-Saharaneconomies: a panel data granger causality analysis. S Afr J Econ 82(3):402–421. https://doi.org/10.1111/saje.12022
Wang Z, Jiang J (2003) An overview of research advancesin road traffic trauma in China. Traffic Inj Prev 4:9–16. https://doi.org/10.1080/15389580390120853
Wang R, Gong J, Wang Y, Chen H, Chen S, Wang Q (2017) Relationship between gross domestic product and accident in China. J Saf Stud 3(1):19–26. https://doi.org/10.1016/j.scitotenv.2015.10.027
Wiebe DJ, Ray S, Maswabi T, Kgathi C, Branas CC (2016) Economic development and road traffic fatalities in two neighbouring African nations. Afr J Emerg Med 6:80–86. https://doi.org/10.1016/j.afjem.2016.03.003
World Development Indicators (WDI) (2017) World Bank. http://databank.worldbank.org
World Health Organization (WHO) (2015) Global status report on road safety 2015. WHO Press, Geneva
Yüksel S (2017) The impacts of research and development expenses on export and economic growth. Int Bus Account Res J 1:1–8
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Yaseen, M.R., Ali, Q. & Khan, M.T.I. General dependencies and causality analysis of road traffic fatalities in OECD countries. Environ Sci Pollut Res 25, 19612–19627 (2018). https://doi.org/10.1007/s11356-018-2146-4
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DOI: https://doi.org/10.1007/s11356-018-2146-4